Scientist, Research 3
Company: Disability Solutions
Location: Milpitas
Posted on: April 26, 2024
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Job Description:
Base Pay Range: $124,100.00 - $211,000.00 AnnuallyPrimary
Location: USA-CA-Milpitas-KLAKLA's total rewards package for
employees may also include participation in performance incentive
programs and eligibility for additional benefits identified below.
Interns are eligible for some of the benefits identified below. Our
pay ranges are determined by role, level, and location. The range
displayed above reflects the minimum and maximum pay for this
position in the primary location identified in this posting. Actual
pay depends on several factors, including location, job-related
skills, experience, and relevant education level or training. If
applicable, your recruiter can share more about the specific pay
range for your preferred location during the hiring process.
Company Overview KLA is a global leader in diversified electronics
for the semiconductor manufacturing ecosystem. Virtually every
electronic device in the world is produced using our technologies.
No laptop, smartphone, wearable device, voice-controlled gadget,
flexible screen, VR device or smart car would have made it into
your hands without us. KLA invents systems and solutions for the
manufacturing of wafers and reticles, integrated circuits,
packaging, printed circuit boards and flat panel displays. The
innovative ideas and devices that are advancing humanity all begin
with inspiration, research and development. KLA focuses more than
average on innovation and we invest 15% of sales back into R&D.
Our expert teams of physicists, engineers, data scientists and
problem-solvers work together with the world's leading technology
providers to accelerate the delivery of tomorrow's electronic
devices. Life here is exciting and our teams thrive on tackling
really hard problems. There is never a dull moment with us.
Group/Division With over 40 years of semiconductor process control
experience, chipmakers around the globe rely on KLA to ensure that
their fabs ramp next-generation devices to volume production
quickly and cost-effectively. Enabling the movement towards
advanced chip design, KLA's Global Products Group (GPG), which is
responsible for creating all of KLA's metrology and inspection
products, is looking for the best and the brightest research
scientist, software engineers, application development engineers,
and senior product technology process engineers. The Broadband
Plasma Division (BBP) provides market-leading patterned wafer
optical inspection systems for leading-edge IC manufacturing.
Logic, foundry, and memory customers depend on BBP products to
detect yield-critical defects for process debug and excursion
monitoring at advanced process nodes. BBP flagship products include
the 29xx and 39xx series which leverage Broadband Plasma technology
to capture a wide range of defects with ultimate sensitivity at the
optical inspection speeds needed for inline defect monitoring.Job
Description/Preferred QualificationsResearch Scientist (Data
analytics, Machine Learning, Computer Vision)We seek a scientist to
develop unsupervised machine learning algorithms for anomaly
detection in optical inspection images of patterned wafers in
semiconductor device fabrication. With continuing scaling in
feature sizes, detection of such defects occurs far below the
diffraction limit. This demands signal detection against a highly
complex background formed by scattering from rough material
boundaries. You will develop state of the art in this area with a
heavy emphasis on robustness and efficiency as well as rigorous
proof of value.In this role, you will acquire a deep understanding
of the data acquisition pipeline in KLA's optical inspectors. You
will investigate the impact of the present hardware and software
limitations on sensitivity and identify the opportunities of
advancing the platforms' capabilities through novel detection
algorithms. You will collaborate closely with application engineers
to develop a rigorous set of performance requirements for high
volume manufacturing semiconductor fabs, and strategies to test
algorithms against these requirements. You will work with the
application and field engineers to execute the testing at a large
scale and prove the value for productization.Education
Requirements:PhD in a quantitative discipline, preferably in
physics, statistics, machine learning.Required technical
skills:
Keywords: Disability Solutions, Cupertino , Scientist, Research 3, Other , Milpitas, California
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